Sundarraman Subramanian
Associate Professor, Mathematical Sciences
210 E Cullimore Hall (CULM)
About Me
An academician committed to instruction across all levels of the curriculum, including PhD supervision, in statistics, probability, and stochastic processes. A researcher involved continually in the pursuit of scholarship (33 refereed papers in academic journals, including 17 single-authored). An able communicator adept at advising for the MS program in Biostatistics at NJIT.
Education
M.S. ; Florida State University ; ; 1995

Ph.D. ; Florida State University ; Statistics ; 1995

M.S. ; Madras Christian College, India ; ; 1983

2025 Fall Courses
MATH 244 - INTRO TO PROBABILITY THEORY

MATH 792B - PRE DOCTORAL RESEARCH

MATH 790A - DOCT DISSERTATION & RES

MATH 659 - SURVIVAL ANALYSIS

Teaching Interests
Distribution theory
Statistical Inference
Mathematical Statistics
Probability theory
Stochastic processes
Survival Analysis
Stochastic Simulation
Regression Methods
Generalized Linear Models
Past Courses
MATH 225: SURVEY OF PROB & STATS

MATH 225: SURVEY OF PROB AND STATS

MATH 244: INT TO PROBABLITY THEORY

MATH 244: INTRODUCTION TO PROBABILITY THEORY

MATH 279: STATS &PROBABILITY FOR ENGR

MATH 333: PROBABILITY AND STATISTICS

MATH 341: STATISTICAL METHODS II

MATH 341: STATS METHODS I

MATH 344: REGRESSION ANALYSIS

MATH 345: MULTIVARIATE DISTRIBUTIONS

MATH 448: STOCHASTIC SIMULATION

MATH 477: STOCHASTIC PROCESSES

MATH 644: REGRESSION ANALYSIS METH

MATH 659: SURVIVAL ANALYSIS

MATH 661: APPLIED STATISTICS

MATH 663: INTRODUCTION TO BIOSTATISTICS

MATH 664: METHODS FOR STAT CONSULT

MATH 665: STATISTICAL INFERENCE

MATH 666: SIMULATION FOR STOCHASTIC SYSTEMS

MATH 691: STOCHASTIC PROCESSES

MATH 698: SAMPLING THEORY

MATH 707: ST:GENERALIZED LINEAR MODELS

MATH 710: GRADUATE RESEARCH METHOD

MATH 710: GRADUATE RESEARCH METHODS

MATH 768: PROBABILITY THEORY

MATH 786: LARGE SAMPLE THEORY & INFRNCE

Research Interests
Survival data analysis
Bootstrap
Efficient estimation in non- and semi-parametric models
Model checks and dimension reduction for location-scale
Empirical likelihood
Empirical processes
Large sample theory
Probability
Stochastic Processes
Journal Article
Atefeh Javidialsaadi, Shoubhik Mondal, Sundarraman Subramanian. 2024. "Model checks for two-sample location and scale." Journal of Nonparametric Statistics/Taylor and Francis , vol. 36 , no. 3 , pp. 31 pages.

Sundarraman Subramanian. 2022. "Simultaneous confidence bands for survival functions from twice censorship." Statistics and Probability Letters/Elsevier , vol. 186 , no. July , pp. Article 109494, 11 pages.

Sundarraman Subramanian. 2021. "Median regression from twice censored data." Statistics and Probability Letters/Elsevier , vol. 168 , pp. Article 108955, 10 pages.

Sundarraman Subramanian. 2020. "Function-based hypothesis testing in censored location-scale models." Lifetime Data Analysis/Springer , vol. 27 , no. 1 , pp. 183-213 (31 pages).

Nubyra Ahmed, Sundarraman Subramanian. 2016. "Semiparametric simultaneous confidence bands for the difference of survival functions." Lifetime Data Analysis/Springer , vol. 22 , pp. 504-530 (27 pages).

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Chapter
Sundarraman Subramanian, Peixin Zhang. "The Inverse Censoring Weighted Approach for Estimation of Survival Functions From Left and Right Censored Data." In M.C. Bhattacharjee, S.K. Dhar, and S. Subramanian, eds., pp. 191-206. Recent Advances in Biostatistics. False Discovery Rates, Survival Analysis, and Related Topics/World Scientific, 2011.